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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Silk-based biomaterials and applications
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

400 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
400 works in the cohort · of 4,299,418page 5 of 8

Labels cover 0 of 400 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 400 of 400 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Recombinant 1F9 spidroin microgels for murine full-thickness wound repairing
М. М. Мойсенович, N. V. Malyuchenko, A. Yu. Arkhipova, А. В. Гончаренко, M. S. Kotlyarova, Л. И. Давыдова +5 more
2016· article· en· Doklady Biochemistry and Biophysics· Materials Science
distilled prediction:candidate · noneconsensus · none
9
citations
venueno affunlabeled
Structure and Property of Mulberry Fiber
Ruili Cong, Weiguo Dong
2007· article· en· Modern Applied Science· Materials Science
distilled prediction:candidate · noneconsensus · none
6
citations
affaboutunlabeled
Editorial: Special Issue on Designer Protein Biomaterials
James L. Harden, Hongbin Li
2017· editorial· en· ACS Biomaterials Science & Engineering· Materials Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
6
citations
afffundunlabeled
Fibroin-Hybrid Systems: Current Advances in Biomedical Applications
Matheus Valentin Maia, Eryvaldo Sócrates Tabosa do Egito, Anne Sapin‐Minet, Daniel Bragança Viana, Ashok Kakkar, Daniel Crístian Ferreira Soares
2025· review· en· Molecules· Materials Science
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Edible films based on gum tragacanth and gelatin
Ezgi Pulatsu, Jiaqiang Xie, Qinling Wang, Chibuike C. Udenigwe
2025· article· en· Physics of Fluids· Materials Science
distilled prediction:candidate · noneconsensus · none
4
citations

How this was built: Screen · Findings · About